Dataset Report

Dataset statistics

Number of variables	19
Number of observations	12441
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	93
Duplicate rows (%)	0.7%
Total size in memory	2.2 MiB
Average record size in memory	181.2 B

Variable types

Numeric	16
Categorical	3

Alerts

Dataset has 93 (0.7%) duplicate rows	Duplicates
`TotalSteps` is highly overall correlated with `TotalDistance` and 6 other fields	High correlation
`TotalDistance` is highly overall correlated with `TotalSteps` and 7 other fields	High correlation
`TrackerDistance` is highly overall correlated with `TotalSteps` and 7 other fields	High correlation
`VeryActiveDistance` is highly overall correlated with `TotalSteps` and 5 other fields	High correlation
`ModeratelyActiveDistance` is highly overall correlated with `TotalSteps` and 5 other fields	High correlation
`LightActiveDistance` is highly overall correlated with `TotalSteps` and 3 other fields	High correlation
`VeryActiveMinutes` is highly overall correlated with `TotalSteps` and 6 other fields	High correlation
`FairlyActiveMinutes` is highly overall correlated with `TotalSteps` and 5 other fields	High correlation
`LightlyActiveMinutes` is highly overall correlated with `LightActiveDistance`	High correlation
`Calories` is highly overall correlated with `TotalDistance` and 2 other fields	High correlation
`TotalMinutesAsleep` is highly overall correlated with `TotalTimeInBed`	High correlation
`TotalTimeInBed` is highly overall correlated with `TotalMinutesAsleep`	High correlation
`TotalSleepRecords` is highly imbalanced (65.3%)	Imbalance
`TotalSteps` has 612 (4.9%) zeros	Zeros
`TotalDistance` has 615 (4.9%) zeros	Zeros
`TrackerDistance` has 615 (4.9%) zeros	Zeros
`LoggedActivitiesDistance` has 11809 (94.9%) zeros	Zeros
`VeryActiveDistance` has 4675 (37.6%) zeros	Zeros
`ModeratelyActiveDistance` has 4350 (35.0%) zeros	Zeros
`LightActiveDistance` has 665 (5.3%) zeros	Zeros
`SedentaryActiveDistance` has 12305 (98.9%) zeros	Zeros
`VeryActiveMinutes` has 4675 (37.6%) zeros	Zeros
`FairlyActiveMinutes` has 4335 (34.8%) zeros	Zeros
`LightlyActiveMinutes` has 662 (5.3%) zeros	Zeros

Reproduction

Analysis started	2023-01-21 19:58:25.902941
Analysis finished	2023-01-21 19:58:44.605486
Duration	18.7 seconds
Software version	pandas-profiling vv3.6.2
Download configuration	config.json

Id
Real number (ℝ)

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.0270125 × 10⁹

Minimum	1.5039604 × 10⁹
Maximum	8.7920097 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	1.5039604 × 10⁹
5-th percentile	1.5039604 × 10⁹
Q1	3.9773337 × 10⁹
median	4.7029217 × 10⁹
Q3	6.9621811 × 10⁹
95-th percentile	8.3785632 × 10⁹
Maximum	8.7920097 × 10⁹
Range	7.2880493 × 10⁹
Interquartile range (IQR)	2.9848474 × 10⁹

Descriptive statistics

Standard deviation	2.0478087 × 10⁹
Coefficient of variation (CV)	0.40736097
Kurtosis	-0.73125409
Mean	5.0270125 × 10⁹
Median Absolute Deviation (MAD)	8.7422863 × 10⁸
Skewness	0.009556549
Sum	6.2541063 × 10¹³
Variance	4.1935205 × 10¹⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
8378563200	992	8.0%
6962181067	961	7.7%
5553957443	961	7.7%
4702921684	868	7.0%
2026352035	868	7.0%
4445114986	868	7.0%
3977333714	840	6.8%
4319703577	806	6.5%
5577150313	780	6.3%
1503960366	775	6.2%
Other values (14)	3722	29.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1503960366	775	6.2%
1644430081	120	1.0%
1844505072	93	0.7%
1927972279	155	1.2%
2026352035	868	7.0%
2320127002	31	0.2%
2347167796	270	2.2%
3977333714	840	6.8%
4020332650	248	2.0%
4319703577	806	6.5%

Value	Count	Frequency (%)
8792009665	435	3.5%
8378563200	992	8.0%
8053475328	93	0.7%
7086361926	744	6.0%
7007744171	52	0.4%
6962181067	961	7.7%
6775888955	78	0.6%
6117666160	504	4.1%
5577150313	780	6.3%
5553957443	961	7.7%

ActivityDate
Categorical

Distinct	31
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	194.4 KiB

4/12/2016	413
4/22/2016	413
4/29/2016	413
4/28/2016	413
4/13/2016	413
Other values (26)	10376

Length

Max length	9
Median length	9
Mean length	8.7128848
Min length	8

Characters and Unicode

Total characters	108397
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4/12/2016
2nd row	4/12/2016
3rd row	4/12/2016
4th row	4/12/2016
5th row	4/12/2016

Common Values

Value	Count	Frequency (%)
4/12/2016	413	3.3%
4/22/2016	413	3.3%
4/29/2016	413	3.3%
4/28/2016	413	3.3%
4/13/2016	413	3.3%
4/26/2016	413	3.3%
4/25/2016	413	3.3%
4/24/2016	413	3.3%
4/23/2016	413	3.3%
4/27/2016	413	3.3%
Other values (21)	8311	66.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
4/12/2016	413	3.3%
4/21/2016	413	3.3%
4/20/2016	413	3.3%
4/14/2016	413	3.3%
4/22/2016	413	3.3%
4/16/2016	413	3.3%
4/17/2016	413	3.3%
4/18/2016	413	3.3%
4/19/2016	413	3.3%
4/15/2016	413	3.3%
Other values (21)	8311	66.8%

Most occurring characters

Value	Count	Frequency (%)
/	24882	23.0%
2	18097	16.7%
1	17953	16.6%
6	13665	12.6%
0	13627	12.6%
4	9056	8.4%
5	5833	5.4%
3	1622	1.5%
7	1224	1.1%
9	1219	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	83515	77.0%
Other Punctuation	24882	23.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	18097	21.7%
1	17953	21.5%
6	13665	16.4%
0	13627	16.3%
4	9056	10.8%
5	5833	7.0%
3	1622	1.9%
7	1224	1.5%
9	1219	1.5%
8	1219	1.5%

Other Punctuation

Value	Count	Frequency (%)
/	24882	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	108397	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	24882	23.0%
2	18097	16.7%
1	17953	16.6%
6	13665	12.6%
0	13627	12.6%
4	9056	8.4%
5	5833	5.4%
3	1622	1.5%
7	1224	1.1%
9	1219	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	108397	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	24882	23.0%
2	18097	16.7%
1	17953	16.6%
6	13665	12.6%
0	13627	12.6%
4	9056	8.4%
5	5833	5.4%
3	1622	1.5%
7	1224	1.1%
9	1219	1.1%

TotalSteps
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	635
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8117.3092

Minimum	0
Maximum	22988
Zeros	612
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	16
Q1	4660
median	8596
Q3	11317
95-th percentile	15050
Maximum	22988
Range	22988
Interquartile range (IQR)	6657

Descriptive statistics

Standard deviation	4478.6354
Coefficient of variation (CV)	0.55173892
Kurtosis	-0.43319282
Mean	8117.3092
Median Absolute Deviation (MAD)	3364
Skewness	0.017725869
Sum	1.0098744 × 10⁸
Variance	20058175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	612	4.9%
9105	56	0.5%
12764	56	0.5%
5232	33	0.3%
13318	32	0.3%
11207	32	0.3%
2132	32	0.3%
13630	32	0.3%
13070	32	0.3%
6582	32	0.3%
Other values (625)	11492	92.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	612	4.9%
4	3	< 0.1%
8	3	< 0.1%
9	3	< 0.1%
16	8	0.1%
17	26	0.2%
29	26	0.2%
31	24	0.2%
42	15	0.1%
44	3	< 0.1%

Value	Count	Frequency (%)
22988	3	< 0.1%
22770	24	0.2%
22359	3	< 0.1%
22244	15	0.1%
22026	3	< 0.1%
20669	3	< 0.1%
20500	3	< 0.1%
20159	3	< 0.1%
20067	2	< 0.1%
20031	31	0.2%

TotalDistance
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	499
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.7347384

Minimum	0
Maximum	17.950001
Zeros	615
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0099999998
Q1	3.1800001
median	6.1199999
Q3	7.9200001
95-th percentile	10.71
Maximum	17.950001
Range	17.950001
Interquartile range (IQR)	4.74

Descriptive statistics

Standard deviation	3.2435404
Coefficient of variation (CV)	0.56559519
Kurtosis	-0.23799548
Mean	5.7347384
Median Absolute Deviation (MAD)	2.3599997
Skewness	0.11381159
Sum	71345.88
Variance	10.520555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	615	4.9%
6.710000038	114	0.9%
6.820000172	84	0.7%
7.099999905	79	0.6%
2.559999943	78	0.6%
3.619999886	71	0.6%
2.599999905	70	0.6%
0.009999999776	64	0.5%
2.769999981	62	0.5%
7.630000114	62	0.5%
Other values (489)	11142	89.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	615	4.9%
0.009999999776	64	0.5%
0.01999999955	26	0.2%
0.02999999933	18	0.1%
0.03999999911	8	0.1%
0.07999999821	8	0.1%
0.09000000358	15	0.1%
0.1000000015	5	< 0.1%
0.1099999994	5	< 0.1%
0.1299999952	3	< 0.1%

Value	Count	Frequency (%)
17.95000076	3	< 0.1%
17.64999962	3	< 0.1%
17.54000092	24	0.2%
17.19000053	3	< 0.1%
16.23999977	3	< 0.1%
15.97000027	3	< 0.1%
15.68999958	3	< 0.1%
15.67000008	3	< 0.1%
15.07999992	15	0.1%
15.01000023	18	0.1%

TrackerDistance
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	497
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.7277679

Minimum	0
Maximum	17.950001
Zeros	615
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0099999998
Q1	3.1800001
median	6.1199999
Q3	7.8899999
95-th percentile	10.71
Maximum	17.950001
Range	17.950001
Interquartile range (IQR)	4.7099998

Descriptive statistics

Standard deviation	3.2359541
Coefficient of variation (CV)	0.56495902
Kurtosis	-0.22650491
Mean	5.7277679
Median Absolute Deviation (MAD)	2.3599997
Skewness	0.11260323
Sum	71259.16
Variance	10.471399
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	615	4.9%
6.710000038	114	0.9%
6.820000172	84	0.7%
7.099999905	79	0.6%
2.559999943	78	0.6%
3.619999886	71	0.6%
2.599999905	70	0.6%
0.009999999776	64	0.5%
7.630000114	62	0.5%
9.079999924	62	0.5%
Other values (487)	11142	89.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	615	4.9%
0.009999999776	64	0.5%
0.01999999955	26	0.2%
0.02999999933	18	0.1%
0.03999999911	8	0.1%
0.07999999821	8	0.1%
0.09000000358	15	0.1%
0.1000000015	5	< 0.1%
0.1099999994	5	< 0.1%
0.1299999952	3	< 0.1%

Value	Count	Frequency (%)
17.95000076	3	< 0.1%
17.64999962	3	< 0.1%
17.54000092	24	0.2%
17.19000053	3	< 0.1%
16.23999977	3	< 0.1%
15.97000027	3	< 0.1%
15.68999958	3	< 0.1%
15.67000008	3	< 0.1%
15.07999992	15	0.1%
15.01000023	18	0.1%

LoggedActivitiesDistance
Real number (ℝ)

Distinct	19
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.12333042

Minimum	0
Maximum	4.942142
Zeros	11809
Zeros (%)	94.9%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.0921471
Maximum	4.942142
Range	4.942142
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.55307096
Coefficient of variation (CV)	4.4844653
Kurtosis	24.072073
Mean	0.12333042
Median Absolute Deviation (MAD)	0
Skewness	4.7613355
Sum	1534.3537
Variance	0.30588749
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	11809	94.9%
2.092147112	288	2.3%
2.253081083	224	1.8%
4.081692219	31	0.2%
3.167821884	31	0.2%
2.785175085	31	0.2%
1.959596038	3	< 0.1%
4.885604858	2	< 0.1%
4.878232002	2	< 0.1%
4.912367821	2	< 0.1%
Other values (9)	18	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11809	94.9%
1.959596038	3	< 0.1%
2.092147112	288	2.3%
2.253081083	224	1.8%
2.785175085	31	0.2%
2.832325935	2	< 0.1%
3.167821884	31	0.2%
3.285414934	2	< 0.1%
4.081692219	31	0.2%
4.851306915	2	< 0.1%

Value	Count	Frequency (%)
4.94214201	2	< 0.1%
4.930550098	2	< 0.1%
4.924840927	2	< 0.1%
4.912367821	2	< 0.1%
4.911146164	2	< 0.1%
4.885604858	2	< 0.1%
4.878232002	2	< 0.1%
4.869782925	2	< 0.1%
4.861792088	2	< 0.1%
4.851306915	2	< 0.1%

VeryActiveDistance
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	276
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3986135

Minimum	0
Maximum	13.4
Zeros	4675
Zeros (%)	37.6%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.52999997
Q3	2.3099999
95-th percentile	5.29
Maximum	13.4
Range	13.4
Interquartile range (IQR)	2.3099999

Descriptive statistics

Standard deviation	1.9127301
Coefficient of variation (CV)	1.3675902
Kurtosis	4.2411551
Mean	1.3986135
Median Absolute Deviation (MAD)	0.52999997
Skewness	1.8465199
Sum	17400.15
Variance	3.6585364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4675	37.6%
0.0700000003	134	1.1%
2.029999971	98	0.8%
1.370000005	88	0.7%
1.059999943	84	0.7%
0.3199999928	82	0.7%
0.3700000048	80	0.6%
0.05999999866	80	0.6%
2.789999962	79	0.6%
0.3300000131	78	0.6%
Other values (266)	6963	56.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4675	37.6%
0.01999999955	20	0.2%
0.03999999911	15	0.1%
0.05000000075	20	0.2%
0.05999999866	80	0.6%
0.0700000003	134	1.1%
0.07999999821	71	0.6%
0.09000000358	28	0.2%
0.1099999994	34	0.3%
0.1199999973	31	0.2%

Value	Count	Frequency (%)
13.39999962	3	< 0.1%
13.26000023	3	< 0.1%
13.13000011	3	< 0.1%
12.53999996	3	< 0.1%
12.43999958	3	< 0.1%
12.34000015	3	< 0.1%
11.64000034	3	< 0.1%
11.36999989	3	< 0.1%
10.43000031	3	< 0.1%
9.890000343	24	0.2%

ModeratelyActiveDistance
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	192
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.73219034

Minimum	0
Maximum	6.48
Zeros	4350
Zeros (%)	35.0%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.40000001
Q3	1
95-th percentile	2.45
Maximum	6.48
Range	6.48
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0374765
Coefficient of variation (CV)	1.4169492
Kurtosis	7.8551834
Mean	0.73219034
Median Absolute Deviation (MAD)	0.40000001
Skewness	2.5230584
Sum	9109.18
Variance	1.0763575
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4350	35.0%
0.400000006	171	1.4%
0.25	150	1.2%
0.7900000215	137	1.1%
0.4199999869	119	1.0%
0.1899999976	118	0.9%
0.5699999928	116	0.9%
0.6399999857	114	0.9%
0.2800000012	112	0.9%
0.9200000167	111	0.9%
Other values (182)	6943	55.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4350	35.0%
0.02999999933	33	0.3%
0.03999999911	36	0.3%
0.05000000075	15	0.1%
0.05999999866	7	0.1%
0.07999999821	24	0.2%
0.1099999994	28	0.2%
0.1199999973	32	0.3%
0.1400000006	26	0.2%
0.150000006	57	0.5%

Value	Count	Frequency (%)
6.480000019	28	0.2%
6.210000038	28	0.2%
5.599999905	28	0.2%
5.400000095	28	0.2%
5.239999771	28	0.2%
5.119999886	28	0.2%
4.579999924	28	0.2%
4.559999943	28	0.2%
4.349999905	28	0.2%
4.21999979	56	0.5%

LightActiveDistance
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	412
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5417708

Minimum	0
Maximum	10.3
Zeros	665
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.3699999
median	3.54
Q3	4.8299999
95-th percentile	6.46
Maximum	10.3
Range	10.3
Interquartile range (IQR)	2.46

Descriptive statistics

Standard deviation	1.8785532
Coefficient of variation (CV)	0.53039943
Kurtosis	-0.039584791
Mean	3.5417708
Median Absolute Deviation (MAD)	1.23
Skewness	0.11380999
Sum	44063.17
Variance	3.5289621
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	665	5.3%
4.179999828	124	1.0%
4.710000038	114	0.9%
2.470000029	110	0.9%
2.670000076	106	0.9%
3.910000086	103	0.8%
4.5	95	0.8%
3.920000076	92	0.7%
5.409999847	90	0.7%
3.769999981	90	0.7%
Other values (402)	10852	87.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	665	5.3%
0.009999999776	64	0.5%
0.01999999955	26	0.2%
0.02999999933	26	0.2%
0.03999999911	8	0.1%
0.05999999866	3	< 0.1%
0.09000000358	15	0.1%
0.1000000015	5	< 0.1%
0.1099999994	5	< 0.1%
0.1299999952	31	0.2%

Value	Count	Frequency (%)
10.30000019	18	0.1%
9.479999542	18	0.1%
9.460000038	4	< 0.1%
8.970000267	28	0.2%
8.680000305	18	0.1%
8.409999847	18	0.1%
8.270000458	28	0.2%
8.260000229	2	< 0.1%
8.229999542	2	< 0.1%
7.949999809	2	< 0.1%

SedentaryActiveDistance
Real number (ℝ)

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00067438309

Minimum	0
Maximum	0.11
Zeros	12305
Zeros (%)	98.9%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.11
Range	0.11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0078133467
Coefficient of variation (CV)	11.585917
Kurtosis	163.13137
Mean	0.00067438309
Median Absolute Deviation (MAD)	0
Skewness	12.657826
Sum	8.39
Variance	6.1048387 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	12305	98.9%
0.009999999776	40	0.3%
0.1099999994	31	0.2%
0.1000000015	31	0.2%
0.01999999955	10	0.1%
0.05000000075	8	0.1%
0.0700000003	8	0.1%
0.03999999911	8	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12305	98.9%
0.009999999776	40	0.3%
0.01999999955	10	0.1%
0.03999999911	8	0.1%
0.05000000075	8	0.1%
0.0700000003	8	0.1%
0.1000000015	31	0.2%
0.1099999994	31	0.2%

Value	Count	Frequency (%)
0.1099999994	31	0.2%
0.1000000015	31	0.2%
0.0700000003	8	0.1%
0.05000000075	8	0.1%
0.03999999911	8	0.1%
0.01999999955	10	0.1%
0.009999999776	40	0.3%
0	12305	98.9%

VeryActiveMinutes
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	114
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.973555

Minimum	0
Maximum	210
Zeros	4675
Zeros (%)	37.6%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	36
95-th percentile	97
Maximum	210
Range	210
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	34.911291
Coefficient of variation (CV)	1.4562417
Kurtosis	6.2266079
Mean	23.973555
Median Absolute Deviation (MAD)	8
Skewness	2.2098318
Sum	298255
Variance	1218.7983
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4675	37.6%
1	376	3.0%
8	302	2.4%
19	240	1.9%
3	236	1.9%
6	209	1.7%
14	205	1.6%
4	185	1.5%
11	172	1.4%
30	169	1.4%
Other values (104)	5672	45.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4675	37.6%
1	376	3.0%
2	136	1.1%
3	236	1.9%
4	185	1.5%
5	156	1.3%
6	209	1.7%
7	111	0.9%
8	302	2.4%
9	106	0.9%

Value	Count	Frequency (%)
210	26	0.2%
207	26	0.2%
200	26	0.2%
194	26	0.2%
184	26	0.2%
137	32	0.3%
132	3	< 0.1%
129	3	< 0.1%
125	6	< 0.1%
123	32	0.3%

FairlyActiveMinutes
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	78
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.352222

Minimum	0
Maximum	143
Zeros	4335
Zeros (%)	34.8%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	10
Q3	24
95-th percentile	65
Maximum	143
Range	143
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	23.02034
Coefficient of variation (CV)	1.3266508
Kurtosis	6.0423134
Mean	17.352222
Median Absolute Deviation (MAD)	10
Skewness	2.2070486
Sum	215879
Variance	529.93606
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4335	34.8%
8	519	4.2%
16	416	3.3%
15	313	2.5%
10	296	2.4%
9	282	2.3%
13	262	2.1%
6	259	2.1%
14	245	2.0%
11	241	1.9%
Other values (68)	5273	42.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4335	34.8%
1	68	0.5%
2	28	0.2%
3	66	0.5%
4	206	1.7%
5	161	1.3%
6	259	2.1%
7	161	1.3%
8	519	4.2%
9	282	2.3%

Value	Count	Frequency (%)
143	28	0.2%
125	28	0.2%
122	28	0.2%
116	28	0.2%
115	28	0.2%
113	3	< 0.1%
98	28	0.2%
96	28	0.2%
95	112	0.9%
94	4	< 0.1%

LightlyActiveMinutes
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	298
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	199.90708

Minimum	0
Maximum	518
Zeros	662
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	144
median	200
Q3	258
95-th percentile	352
Maximum	518
Range	518
Interquartile range (IQR)	114

Descriptive statistics

Standard deviation	97.241286
Coefficient of variation (CV)	0.48643242
Kurtosis	0.39546991
Mean	199.90708
Median Absolute Deviation (MAD)	58
Skewness	0.025685681
Sum	2487044
Variance	9455.8677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	662	5.3%
214	170	1.4%
206	165	1.3%
153	161	1.3%
195	159	1.3%
141	156	1.3%
238	148	1.2%
194	136	1.1%
258	132	1.1%
139	130	1.0%
Other values (288)	10422	83.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	662	5.3%
1	9	0.1%
2	45	0.4%
3	58	0.5%
4	15	0.1%
9	46	0.4%
10	8	0.1%
11	3	< 0.1%
12	20	0.2%
15	3	< 0.1%

Value	Count	Frequency (%)
518	18	0.1%
513	18	0.1%
512	18	0.1%
487	18	0.1%
480	18	0.1%
475	28	0.2%
461	18	0.1%
458	18	0.1%
439	28	0.2%
432	33	0.3%

SedentaryMinutes
Real number (ℝ)

Distinct	451
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	799.19476

Minimum	0
Maximum	1440
Zeros	26
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	472
Q1	659
median	734
Q3	853
95-th percentile	1440
Maximum	1440
Range	1440
Interquartile range (IQR)	194

Descriptive statistics

Standard deviation	266.77865
Coefficient of variation (CV)	0.33380931
Kurtosis	0.87005147
Mean	799.19476
Median Absolute Deviation (MAD)	100
Skewness	0.7727328
Sum	9942782
Variance	71170.85
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1440	637	5.1%
692	169	1.4%
680	149	1.2%
709	144	1.2%
745	114	0.9%
621	113	0.9%
728	107	0.9%
676	103	0.8%
732	97	0.8%
712	89	0.7%
Other values (441)	10719	86.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.2%
2	15	0.1%
13	28	0.2%
48	15	0.1%
111	2	< 0.1%
125	18	0.1%
127	31	0.2%
218	3	< 0.1%
222	31	0.2%
241	28	0.2%

Value	Count	Frequency (%)
1440	637	5.1%
1439	9	0.1%
1438	19	0.2%
1437	32	0.3%
1431	15	0.1%
1430	8	0.1%
1428	15	0.1%
1423	5	< 0.1%
1420	3	< 0.1%
1413	5	< 0.1%

Calories
Real number (ℝ)

Distinct	576
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2329.1432

Minimum	0
Maximum	4900
Zeros	25
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1401
Q1	1783
median	2162
Q3	2865
95-th percentile	3787
Maximum	4900
Range	4900
Interquartile range (IQR)	1082

Descriptive statistics

Standard deviation	762.02713
Coefficient of variation (CV)	0.32717059
Kurtosis	0.36327672
Mean	2329.1432
Median Absolute Deviation (MAD)	489
Skewness	0.54994432
Sum	28976870
Variance	580685.35
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1688	135	1.1%
1980	104	0.8%
1819	102	0.8%
3061	84	0.7%
2361	77	0.6%
2194	74	0.6%
1496	72	0.6%
2105	67	0.5%
2066	67	0.5%
1718	62	0.5%
Other values (566)	11597	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25	0.2%
52	28	0.2%
57	15	0.1%
120	2	< 0.1%
257	26	0.2%
403	15	0.1%
665	3	< 0.1%
741	31	0.2%
928	31	0.2%
1032	3	< 0.1%

Value	Count	Frequency (%)
4900	18	0.1%
4552	26	0.2%
4546	26	0.2%
4501	26	0.2%
4392	26	0.2%
4274	26	0.2%
4236	32	0.3%
4163	32	0.3%
4157	32	0.3%
4092	32	0.3%

SleepDay
Categorical

Distinct	31
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	194.4 KiB

4/15/2016 12:00:00 AM	505
5/1/2016 12:00:00 AM	484
4/28/2016 12:00:00 AM	476
4/30/2016 12:00:00 AM	460
4/20/2016 12:00:00 AM	458
Other values (26)	10058

Length

Max length	21
Median length	21
Mean length	20.712161
Min length	20

Characters and Unicode

Total characters	257680
Distinct characters	15
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4/12/2016 12:00:00 AM
2nd row	4/13/2016 12:00:00 AM
3rd row	4/15/2016 12:00:00 AM
4th row	4/16/2016 12:00:00 AM
5th row	4/17/2016 12:00:00 AM

Common Values

Value	Count	Frequency (%)
4/15/2016 12:00:00 AM	505	4.1%
5/1/2016 12:00:00 AM	484	3.9%
4/28/2016 12:00:00 AM	476	3.8%
4/30/2016 12:00:00 AM	460	3.7%
4/20/2016 12:00:00 AM	458	3.7%
4/21/2016 12:00:00 AM	447	3.6%
4/23/2016 12:00:00 AM	445	3.6%
4/29/2016 12:00:00 AM	444	3.6%
5/7/2016 12:00:00 AM	430	3.5%
5/8/2016 12:00:00 AM	429	3.4%
Other values (21)	7863	63.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
12:00:00	12441	33.3%
am	12441	33.3%
4/15/2016	505	1.4%
5/1/2016	484	1.3%
4/28/2016	476	1.3%
4/30/2016	460	1.2%
4/20/2016	458	1.2%
4/21/2016	447	1.2%
4/23/2016	445	1.2%
4/29/2016	444	1.2%
Other values (23)	8722	23.4%

Most occurring characters

Value	Count	Frequency (%)
0	63493	24.6%
2	30569	11.9%
1	30294	11.8%
/	24882	9.7%
	24882	9.7%
:	24882	9.7%
6	13652	5.3%
A	12441	4.8%
M	12441	4.8%
4	9036	3.5%
Other values (5)	11108	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	158152	61.4%
Other Punctuation	49764	19.3%
Space Separator	24882	9.7%
Uppercase Letter	24882	9.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	63493	40.1%
2	30569	19.3%
1	30294	19.2%
6	13652	8.6%
4	9036	5.7%
5	5830	3.7%
3	1685	1.1%
9	1198	0.8%
7	1198	0.8%
8	1197	0.8%

Other Punctuation

Value	Count	Frequency (%)
/	24882	50.0%
:	24882	50.0%

Uppercase Letter

Value	Count	Frequency (%)
A	12441	50.0%
M	12441	50.0%

Space Separator

Value	Count	Frequency (%)
	24882	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	232798	90.3%
Latin	24882	9.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	63493	27.3%
2	30569	13.1%
1	30294	13.0%
/	24882	10.7%
	24882	10.7%
:	24882	10.7%
6	13652	5.9%
4	9036	3.9%
5	5830	2.5%
3	1685	0.7%
Other values (3)	3593	1.5%

Latin

Value	Count	Frequency (%)
A	12441	50.0%
M	12441	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	257680	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	63493	24.6%
2	30569	11.9%
1	30294	11.8%
/	24882	9.7%
	24882	9.7%
:	24882	9.7%
6	13652	5.3%
A	12441	4.8%
M	12441	4.8%
4	9036	3.5%
Other values (5)	11108	4.3%

TotalSleepRecords
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	194.4 KiB

1	11032
2	1316
3	93

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	12441
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	1
4th row	2
5th row	1

Common Values

Value	Count	Frequency (%)
1	11032	88.7%
2	1316	10.6%
3	93	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	11032	88.7%
2	1316	10.6%
3	93	0.7%

Most occurring characters

Value	Count	Frequency (%)
1	11032	88.7%
2	1316	10.6%
3	93	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12441	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	11032	88.7%
2	1316	10.6%
3	93	0.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	12441	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	11032	88.7%
2	1316	10.6%
3	93	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12441	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	11032	88.7%
2	1316	10.6%
3	93	0.7%

TotalMinutesAsleep
Real number (ℝ)

Distinct	256
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	419.406

Minimum	58
Maximum	796
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	58
5-th percentile	166
Q1	361
median	432
Q3	492
95-th percentile	591
Maximum	796
Range	738
Interquartile range (IQR)	131

Descriptive statistics

Standard deviation	118.64372
Coefficient of variation (CV)	0.28288512
Kurtosis	1.5421465
Mean	419.406
Median Absolute Deviation (MAD)	66
Skewness	-0.59890256
Sum	5217830
Variance	14076.332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
442	204	1.6%
388	155	1.2%
441	155	1.2%
412	153	1.2%
322	124	1.0%
357	124	1.0%
520	124	1.0%
523	124	1.0%
421	123	1.0%
354	123	1.0%
Other values (246)	11032	88.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
58	26	0.2%
59	31	0.2%
61	31	0.2%
62	31	0.2%
74	61	0.5%
77	31	0.2%
79	26	0.2%
82	31	0.2%
98	31	0.2%
99	31	0.2%

Value	Count	Frequency (%)
796	30	0.2%
775	31	0.2%
750	31	0.2%
722	31	0.2%
700	31	0.2%
692	31	0.2%
681	31	0.2%
658	59	0.5%
651	31	0.2%
644	31	0.2%

TotalTimeInBed
Real number (ℝ)

Distinct	242
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	458.3605

Minimum	61
Maximum	961
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	194.4 KiB

Quantile statistics

Minimum	61
5-th percentile	179
Q1	402
median	463
Q3	526
95-th percentile	634
Maximum	961
Range	900
Interquartile range (IQR)	124

Descriptive statistics

Standard deviation	127.50607
Coefficient of variation (CV)	0.27817856
Kurtosis	3.4000832
Mean	458.3605
Median Absolute Deviation (MAD)	61
Skewness	-0.19520382
Sum	5702463
Variance	16257.797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
402	185	1.5%
546	183	1.5%
458	154	1.2%
543	154	1.2%
510	151	1.2%
501	124	1.0%
391	124	1.0%
457	124	1.0%
961	123	1.0%
500	123	1.0%
Other values (232)	10996	88.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
61	26	0.2%
65	62	0.5%
69	31	0.2%
75	31	0.2%
77	31	0.2%
78	30	0.2%
82	26	0.2%
85	31	0.2%
104	31	0.2%
107	31	0.2%

Value	Count	Frequency (%)
961	123	1.0%
843	31	0.2%
775	31	0.2%
725	31	0.2%
722	31	0.2%
712	31	0.2%
704	31	0.2%
698	28	0.2%
689	31	0.2%
686	62	0.5%

Auto

Heatmap
Table

	Id	TotalSteps	TotalDistance	TrackerDistance	LoggedActivitiesDistance	VeryActiveDistance	ModeratelyActiveDistance	LightActiveDistance	SedentaryActiveDistance	VeryActiveMinutes	FairlyActiveMinutes	LightlyActiveMinutes	SedentaryMinutes	Calories	TotalMinutesAsleep	TotalTimeInBed	ActivityDate	SleepDay	TotalSleepRecords
Id	1.000	-0.029	0.028	0.026	0.319	0.151	0.007	-0.070	-0.019	0.214	0.022	-0.209	-0.040	0.426	0.118	0.002	0.000	0.148	0.165
TotalSteps	-0.029	1.000	0.983	0.984	0.144	0.764	0.766	0.635	0.031	0.713	0.734	0.472	-0.270	0.404	-0.128	-0.081	0.241	0.030	0.052
TotalDistance	0.028	0.983	1.000	1.000	0.194	0.766	0.762	0.651	0.042	0.721	0.729	0.446	-0.256	0.502	-0.123	-0.082	0.249	0.037	0.066
TrackerDistance	0.026	0.984	1.000	1.000	0.186	0.765	0.761	0.652	0.028	0.721	0.729	0.446	-0.256	0.503	-0.123	-0.082	0.250	0.037	0.066
LoggedActivitiesDistance	0.319	0.144	0.194	0.186	1.000	0.233	0.121	0.129	0.211	0.336	0.070	-0.069	0.002	0.302	0.020	0.015	0.204	0.042	0.019
VeryActiveDistance	0.151	0.764	0.766	0.765	0.233	1.000	0.718	0.211	0.041	0.973	0.721	0.021	-0.099	0.437	-0.154	-0.140	0.208	0.050	0.029
ModeratelyActiveDistance	0.007	0.766	0.762	0.761	0.121	0.718	1.000	0.358	0.043	0.699	0.970	0.180	-0.162	0.325	-0.189	-0.107	0.256	0.000	0.020
LightActiveDistance	-0.070	0.635	0.651	0.652	0.129	0.211	0.358	1.000	0.003	0.208	0.306	0.853	-0.323	0.423	0.023	0.002	0.247	0.035	0.052
SedentaryActiveDistance	-0.019	0.031	0.042	0.028	0.211	0.041	0.043	0.003	1.000	0.025	0.021	0.012	0.026	0.042	-0.027	-0.039	0.159	0.000	0.011
VeryActiveMinutes	0.214	0.713	0.721	0.721	0.336	0.973	0.699	0.208	0.025	1.000	0.720	-0.005	-0.084	0.501	-0.130	-0.126	0.246	0.000	0.028
FairlyActiveMinutes	0.022	0.734	0.729	0.729	0.070	0.721	0.970	0.306	0.021	0.720	1.000	0.143	-0.156	0.361	-0.183	-0.107	0.258	0.000	0.034
LightlyActiveMinutes	-0.209	0.472	0.446	0.446	-0.069	0.021	0.180	0.853	0.012	-0.005	0.143	1.000	-0.391	0.192	0.058	0.030	0.237	0.035	0.071
SedentaryMinutes	-0.040	-0.270	-0.256	-0.256	0.002	-0.099	-0.162	-0.323	0.026	-0.084	-0.156	-0.391	1.000	-0.017	-0.144	-0.171	0.287	0.047	0.062
Calories	0.426	0.404	0.502	0.503	0.302	0.437	0.325	0.423	0.042	0.501	0.361	0.192	-0.017	1.000	0.029	-0.093	0.275	0.000	0.068
TotalMinutesAsleep	0.118	-0.128	-0.123	-0.123	0.020	-0.154	-0.189	0.023	-0.027	-0.130	-0.183	0.058	-0.144	0.029	1.000	0.918	0.000	0.254	0.298
TotalTimeInBed	0.002	-0.081	-0.082	-0.082	0.015	-0.140	-0.107	0.002	-0.039	-0.126	-0.107	0.030	-0.171	-0.093	0.918	1.000	0.000	0.266	0.248
ActivityDate	0.000	0.241	0.249	0.250	0.204	0.208	0.256	0.247	0.159	0.246	0.258	0.237	0.287	0.275	0.000	0.000	1.000	0.000	0.000
SleepDay	0.148	0.030	0.037	0.037	0.042	0.050	0.000	0.035	0.000	0.000	0.000	0.035	0.047	0.000	0.254	0.266	0.000	1.000	0.314
TotalSleepRecords	0.165	0.052	0.066	0.066	0.019	0.029	0.020	0.052	0.011	0.028	0.034	0.071	0.062	0.068	0.298	0.248	0.000	0.314	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Id	ActivityDate	TotalSteps	TotalDistance	TrackerDistance	VeryActiveDistance	ModeratelyActiveDistance	LightActiveDistance	VeryActiveMinutes	FairlyActiveMinutes	LightlyActiveMinutes	SedentaryMinutes	Calories	SleepDay	TotalSleepRecords	TotalMinutesAsleep	TotalTimeInBed
0	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/12/2016 12:00:00 AM	1	327	346
1	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/13/2016 12:00:00 AM	2	384	407
2	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/15/2016 12:00:00 AM	1	412	442
3	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/16/2016 12:00:00 AM	2	340	367
4	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/17/2016 12:00:00 AM	1	700	712
5	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/19/2016 12:00:00 AM	1	304	320
6	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/20/2016 12:00:00 AM	1	360	377
7	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/21/2016 12:00:00 AM	1	325	364
8	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/23/2016 12:00:00 AM	1	361	384
9	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/24/2016 12:00:00 AM	1	430	449

	Id	ActivityDate	SedentaryMinutes	Calories	SleepDay	TotalSleepRecords	TotalMinutesAsleep	TotalTimeInBed
12431	8792009665	5/10/2016	48	57	4/22/2016 12:00:00 AM	1	391	407
12432	8792009665	5/10/2016	48	57	4/23/2016 12:00:00 AM	1	339	360
12433	8792009665	5/10/2016	48	57	4/27/2016 12:00:00 AM	1	423	428
12434	8792009665	5/10/2016	48	57	4/28/2016 12:00:00 AM	1	402	416
12435	8792009665	5/10/2016	48	57	4/29/2016 12:00:00 AM	1	398	406
12436	8792009665	5/10/2016	48	57	4/30/2016 12:00:00 AM	1	343	360
12437	8792009665	5/10/2016	48	57	5/1/2016 12:00:00 AM	1	503	527
12438	8792009665	5/10/2016	48	57	5/2/2016 12:00:00 AM	1	415	423
12439	8792009665	5/10/2016	48	57	5/3/2016 12:00:00 AM	1	516	545
12440	8792009665	5/10/2016	48	57	5/4/2016 12:00:00 AM	1	439	463

Most frequently occurring

	Id	ActivityDate	TotalSteps	TotalDistance	TrackerDistance	VeryActiveDistance	ModeratelyActiveDistance	LightActiveDistance	VeryActiveMinutes	FairlyActiveMinutes	LightlyActiveMinutes	SedentaryMinutes	Calories	SleepDay	TotalSleepRecords	TotalMinutesAsleep	TotalTimeInBed	# duplicates
0	4388161847	4/12/2016	10122	7.78	7.78	0.00	0.00	0.00	0	0	0	1440	2955	5/5/2016 12:00:00 AM	1	471	495	2
1	4388161847	4/13/2016	10993	8.45	8.45	0.06	0.63	3.88	1	14	150	1275	3092	5/5/2016 12:00:00 AM	1	471	495	2
2	4388161847	4/14/2016	8863	6.82	6.82	0.13	1.07	5.62	10	35	219	945	2998	5/5/2016 12:00:00 AM	1	471	495	2
3	4388161847	4/15/2016	8758	6.73	6.73	0.00	0.00	6.73	0	0	299	837	3066	5/5/2016 12:00:00 AM	1	471	495	2
4	4388161847	4/16/2016	6580	5.06	5.06	0.21	0.40	4.45	6	9	253	609	3073	5/5/2016 12:00:00 AM	1	471	495	2
5	4388161847	4/17/2016	4660	3.58	3.58	0.00	0.00	3.58	0	0	201	721	2572	5/5/2016 12:00:00 AM	1	471	495	2
6	4388161847	4/18/2016	11009	9.10	9.10	3.56	0.40	5.14	27	8	239	1017	3274	5/5/2016 12:00:00 AM	1	471	495	2
7	4388161847	4/19/2016	10181	7.83	7.83	1.37	0.69	5.77	20	16	249	704	3015	5/5/2016 12:00:00 AM	1	471	495	2
8	4388161847	4/20/2016	10553	8.12	8.12	1.10	1.72	5.29	19	42	228	696	3083	5/5/2016 12:00:00 AM	1	471	495	2
9	4388161847	4/21/2016	10055	7.73	7.73	0.37	0.39	6.98	7	12	272	853	3069	5/5/2016 12:00:00 AM	1	471	495	2

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring